The doorbell rang, startling Mrs. Gable from her afternoon nap. She shuffled to the door, peering through the peephole. A delivery person stood there holding a large bouquet of roses. *Roses?* She frowned. Who would send her flowers? Her grandchildren usually sent her the generic, supermarket variety.

She opened the door, bracing herself for… something. The delivery person handed her the flowers. A card was attached. She took it, her gaze narrowed. The handwriting was familiar, a clumsy scrawl she recognized immediately. It was from Sarah, one of her more challenging students from years past.

She read the card: "Thank you, Mrs. Gable, for believing in me. - Sarah." The flowers were exquisite. But the words, and their sincerity, felt out of sync with everything she remembered about Sarah. *Believing in her?* She held the bouquet, feeling a strange mix of emotions.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion skeptical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 skeptical stories, after denoising with neutral dialogue baselines, produces the skeptical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the skeptical vector is projected through the unembedding matrix.

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255